Coris

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About
Coris is an AI platform designed for risk and financial operations, offering comprehensive risk intelligence and decisioning capabilities. It accelerates merchant onboarding, enhances fraud detection, and automates monitoring processes. Key products include Merchant Intelligence, which provides merchant data and fraud models to catch risks early; a unified Risk Platform for building workflows, managing cases, and powering end-to-end risk operations; and Transaction Monitoring for real-time fraud detection across card and ACH payments. Coris also leverages AI Assistants to help teams research merchants, analyze fraud, and make faster decisions, and AI Agents that carry out risk procedures, resolve cases, and provide full transparency with built-in audit trails. Coris aims to be the trust layer for global commerce, powering every step of a merchant's risk workflow from signals to actions.
Platform
Task
Features
• customizable workflows
• ai agents
• transaction monitoring
• automated monitoring
• ai assistants
• real-time fraud detection
• risk platform
• merchant intelligence
Job Opportunities
Founding Customer Success Manager
Coris is an AI platform providing risk intelligence and decisioning for financial operations, specializing in merchant onboarding, fraud detection, and monitoring.
Experience Requirements:
4–7 years of experience in Customer Success / Account Management at a B2B SaaS or fintech company.
Have worked with technical products (APIs, data platforms, risk/fraud tooling a plus).
Are comfortable leading executive conversations (Heads of Risk, Product, Payments).
Have experience driving renewals, expansions, and customer advocacy.
Thrive in an early-stage environment: scrappy, adaptable, execution-oriented.
Other Requirements:
You’ve built or scaled a Customer Success function before.
Responsibilities:
Own the entire customer lifecycle post-implementation
Run account reviews (QBRs, regular touchpoints) to drive measurable outcomes.
Proactively manage customer health: track adoption, identify risks, and address issues before they escalate.
Drive renewals and expansions by spotting growth opportunities early.
Be the voice of the customer and relay feedback to Product and Engineering.
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AI Engineer
Coris is an AI platform providing risk intelligence and decisioning for financial operations, specializing in merchant onboarding, fraud detection, and monitoring.
Experience Requirements:
3+ years building production systems in Python/Django with Postgres.
Hands-on experience fine-tuning and optimizing LLMs/SLMs, ideally in fraud, anomaly detection, or adversarial domains.
A track record of reducing latency/cost in ML inference without compromising accuracy.
Comfort working across the stack - from PyTorch profiling to Django APIs.
An experimental but practical mindset: ship fast, measure rigorously, iterate.
Other Requirements:
Prior work with imbalanced datasets (e.g., 1 in 10,000 fraud cases).
Knowledge of feature stores, online learning, and temporal aggregation for fraud models.
Familiarity with regulatory requirements around PII, KYC/AML, and compliance in financial data.
Responsibilities:
Fine-tune, distill, and quantize LLMs and small language models (SLMs) for fraud detection tasks: entity resolution, anomaly detection, customer communication classification, synthetic data generation.
Optimize inference so our models run fast and cost-efficiently in production - using techniques like lightweight fine-tuning (LoRA/PEFT), quantization to smaller precisions, and modern serving frameworks (e.g. vLLM, TensorRT)
Build training/eval pipelines for fraud models that balance recall (catch fraud) with precision (minimize false positives).
Create golden datasets, adversarial test sets, and online/offline evaluation harnesses that mirror real-world fraud evolution.
Architect and own Python/Django services that integrate model predictions directly into customer-facing APIs.
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